Margarida Julià-Sapé

25 papers B 6C 3Misc 1Journal 10Unranked 5

Year	Rank	Type	Title / Venue / Authors
2020	B	`conf`	Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis. IJCNN Luis Miguel Núñez, Margarida Julià-Sapé, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota
2016	B	`conf`	A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. ESANN Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
2016	—	`conf`	Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization. IWBBIO Victor Mocioiu, Sreenath P. Kyathanahally, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
2015	J	`jnl`	From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML. BMC Bioinform. Victor Mocioiu, Sandra Ortega-Martorell, Iván Olier, Michal Jablonski, Jana Starcuková, Paulo Lisboa, Carles Arús, Margarida Julià-Sapé
2014	C	`conf`	Automatic relevance source determination in human brain tumors using Bayesian NMF. CIDM Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús, Paulo J. G. Lisboa
2014	C	`conf`	Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. CIDM Sandra Ortega-Martorell, Iván Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Julià-Sapé, Paulo J. G. Lisboa, Carles Arús
2012	J	`jnl`	Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours. BMC Bioinform. Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2012	J	`jnl`	Strategies for annotation and curation of translational databases: the eTUMOUR project. Database J. Biol. Databases Curation Margarida Julià-Sapé, Miguel Lurgi, Mariola Mier, Francesc Estanyol, Xavier Rafael Palou, Ana-Paula Candiota, Anna Barceló, Alina García, M. Carmen Martínez-Bisbal, Rubén Ferrer-Luna, Àngel Moreno-Torres, Bernardo Celda, Carles Arús
2011	—	`conf`	Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization. ICDM Workshops Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Rui V. Simões, Margarida Julià-Sapé, Carles Arús
2011	J	`jnl`	Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis. J. Biomed. Informatics Salvador Tortajada, Elies Fuster-García, Javier Vicente, Pieter Wesseling, Franklyn A. Howe, Margarida Julià-Sapé, Ana-Paula Candiota, Daniel Monleón, Àngel Moreno-Torres, Jesús Pujol, John R. Griffiths, Alan Wright, Andrew Peet, M. Carmen Martínez-Bisbal, Bernardo Celda, Carles Arús, Montserrat Robles, Juan Miguel García-Gómez
2011	J	`jnl`	On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. Comput. Biol. Medicine Geert J. Postma, Jan Luts, Albert J. Idema, Margarida Julià-Sapé, Àngel Moreno-Torres, Witek Gajewicz, Johan A. K. Suykens, Arend Heerschap, Sabine Van Huffel, Lutgarde M. C. Buydens
2011	B	`conf`	Spectral decomposition methods for the analysis of MRS information from human brain tumors. IJCNN Sandra Ortega-Martorell, Alfredo Vellido, Paulo J. G. Lisboa, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors. Neurocomputing Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system. BMC Bioinform. Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús
2010	B	`conf`	Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. ESANN Sandra Ortega-Martorell, Iván Olier, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses. BMC Bioinform. Alexander Pérez-Ruiz, Margarida Julià-Sapé, Guillem Mercadal, Iván Olier, Carles Majós, Carles Arús
2009	J	`jnl`	HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. Appl. Intell. Horacio González-Vélez, Mariola Mier, Margarida Julià-Sapé, Theodoros N. Arvanitis, Juan Miguel García-Gómez, Montserrat Robles, Paul H. Lewis, Srinandan Dasmahapatra, David Dupplaw, Andrew Peet, Carles Arús, Bernardo Celda, Sabine Van Huffel, Magí Lluch i Ariet
2009	J	`jnl`	Outlier exploration and diagnostic classification of a multi-centre Neurocomputing Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús
2009	—	`conf`	Ranking of Brain Tumour Classifiers Using a Bayesian Approach. IWANN (1) Javier Vicente, Juan Miguel García-Gómez, Salvador Tortajada, Alfredo T. Navarro, Franklyn A. Howe, Andrew Peet, Margarida Julià-Sapé, Bernardo Celda, Pieter Wesseling, Magí Lluch i Ariet, Montserrat Robles
2008	C	`conf`	Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. ICMLA Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2008	B	`conf`	DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization. ESANN Enrique Romero, Margarida Julià-Sapé, Alfredo Vellido
2008	—	`conf`	Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset. KES (2) Alfredo Vellido, Margarida Julià-Sapé, Enrique Romero, Carles Arús
2008	—	`conf`	Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR. KES (2) Àngela Nebot, Félix Castro, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2007	B	`conf`	Conceptual Graphs Based Information Retrieval in HealthAgents. CBMS Madalina Croitoru, Bo Hu, Srinandan Dasmahapatra, Paul H. Lewis, David Dupplaw, Alex Gibb, Margarida Julià-Sapé, Javier Vicente, Carlos Sáez, Juan Miguel García-Gómez, Roman Roset, Francesc Estanyol, Xavier Rafael Palou, Mariola Mier
2007	Misc	`conf`	Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. IWANN Juan Miguel García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, Montserrat Robles